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Nice effort-post! And thanks for doing the hard work of examining qualitative evidence.
Your main point is: (A) there's been a lot of female empowerment in Saudi Arabia over the past half-a-century, and (B) that's what explains the coincidental drop in fertility rates.
I agree that evidence indicates a substantial rise of female empowerment. To back up your qualitative evidence: Gender Inequality Index has a sharp drop in 2013, going from higher than Iran to on-par with Russia. "This index covers three dimensions: reproductive health, empowerment, and economic status." For comparison, I have included other countries: USA is lower than Russia but higher than Japan, which in turn is higher than South Korea, which by 2015 is on par with Sweden.
I looked at other measurements in Our World In Data, but many of those measurements don't take into account that almost 40% of people in Saudi Arabia are migrant workers, most of whom are men.
However, I am far from convinced that female empowerment is the main cause of the drop in fertility rates.
There is a strong correlation between fertility rate and child mortality rate, and this is likely causal. If you want to eventually have three adult children and each baby is likely to reach adulthood, then you only need to have three babies; but if half of babies die before adulthood, then you better plan to have six babies.
In Saudi Arabia, child mortality starts dropping in the 60's and 70's, and fertility rate start dropping in the 80's. That's the kind of generational delay I would expect: people get used to the fact that kids aren't dying like flies, and adjust accordingly.
The correlation between female empowerment and fertility rate could have the opposite causal explanation: as it became less necessary for women to have lots of babies in order for a few of them to survive to adulthood, the society can empower women to marry later, get more education, and participate more in the labor force.
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